Defending Support Vector Machines against Poisoning Attacks: the Hardness and Algorithm.
Hu DingFan YangJiawei HuangPublished in: CoRR (2020)
Keyphrases
- computational complexity
- learning algorithm
- detection algorithm
- np hard
- optimal solution
- improved algorithm
- computational cost
- multi class classification
- experimental evaluation
- dynamic programming
- significant improvement
- preprocessing
- support vector
- times faster
- segmentation algorithm
- search space
- randomly generated
- particle swarm optimization
- matching algorithm
- genetic algorithm
- kernel function
- intrusion detection
- expectation maximization
- simulated annealing
- worst case
- support vector machine
- association rules